Paper Citation Record · LEDGER

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces

As of 20 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2504.20782.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.20782 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:23:40.621617Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact7
verified fuzzy1
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7cfc54ea-1b4d-48a3-8352-15d73583b055 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-16T05:23:40.149879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bf43129-8ef1-4f84-bf36-3b1c7e9ffc2f · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.917288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b02a7264-2ea4-46ab-a35b-6eb13700569b · outbound

This paper cites Akiki, Arosha K.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Akiki, Arosha K

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.158593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b2cd57e-3757-461a-a831-92bc5c041edd · outbound

This paper cites Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.163385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f82c0b8-3af2-4e84-939d-4e5a14fc0cad · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.167796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a09316b-8428-49af-a2e4-55421eec38d7 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.175741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e1662f1-d1e7-425b-8e49-7c6f65f46ad8 · outbound

This paper cites OpenAI Gym.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces OpenAI Gym

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.179797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef9e94a4-e0c2-4e61-bd2b-dd1e0eebdf48 · outbound

This paper cites Browne, Edward Powley, Daniel Whitehouse, Simon M.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Browne, Edward Powley, Daniel Whitehouse, Simon M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.183623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b807791-7478-4d63-a648-c73a233304b2 · outbound

This paper cites Brumby and Susan Zhuang.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Brumby and Susan Zhuang

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.187049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbca1cb8-391a-4bbb-8898-7c51333c0fb1 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.877358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62cd1079-8d0f-46f6-a5f7-4e2fc1f76815 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.861482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 45b63296-6759-4358-a520-892aadcc7548 · outbound

This paper cites Deep reinforcement learning from human preferences.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Deep reinforcement learning from human preferences

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.199073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf54fee-c013-4cc4-b9b9-cb2e6d521593 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.755045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation abb04860-8734-4132-9c46-484b2fb9a5ec · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-16T05:23:40.842368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c452dc56-f632-470a-b17f-cc6ac2bbe5a7 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.682133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f06efaf0-89fa-45c2-913c-657b2c0b677b · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.311197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a690ae6-a6e1-4532-82a6-84a6fa58262a · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.368632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9dc4d8-4bfb-496d-ad29-eccddd69ec9e · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.670525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6e22bc78-197a-4549-9492-15dd2734ebf7 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.377370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7315dc57-fa79-4473-a60f-fd079606bc71 · outbound

This paper cites Koo and Mae Y.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Koo and Mae Y

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.381630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a3cf7a5-bd0b-4337-b9d4-0631579890b0 · outbound

This paper cites Brockhoff, and Rune H.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Brockhoff, and Rune H

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.385644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572c42e4-bba6-4cec-aca4-c2b9786abd88 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.389437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c264171-f429-4eb0-a58e-960512413ac1 · outbound

This paper cites MARLUI: Multi-Agent Reinforcement Learning for Adaptive UIs.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces MARLUI: Multi-Agent Reinforcement Learning for Adaptive UIs

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:23:41.298084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d0f542a5-0a7d-4cad-b44c-c7affbaaa61a · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.397909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f983d9f-488e-43d0-be1a-67ffdedd9446 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.657733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 75c374b3-fa55-407e-b2cf-8cb5ee885dc3 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.645598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2b283876-ac7a-45fc-a0ac-d6a06a73ca6b · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.410131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e748bf7-d0c5-4abf-b8cc-1f0f12fb10e4 · outbound

This paper cites O’Brien, Paul Cairns, and Mark Hall.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces O’Brien, Paul Cairns, and Mark Hall

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.414446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c22ac00-8c00-48eb-8bb9-0eac3031f9d3 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-16T05:23:40.788274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fc3c8438-7c52-42ff-8e3f-ee07edc83ce6 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.626945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation db067fda-7fda-4005-b7a0-c35f61aaf213 · outbound

This paper cites Subcommittee SC 4.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Subcommittee SC 4

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:23:41.615201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c6ad2a7b-13a2-4ab1-a8d7-cdbe8bf641b8 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.597442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce093298-27ea-4110-9f45-922eedc28b73 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.600635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef4365b6-2361-4aaf-8bd0-95cfd4ca2337 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T05:23:41.073546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 80bc74ac-0ac6-4fdf-b998-e254dab8fefd · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-08-16T05:23:40.776297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 873f44dd-c1a8-4c69-9061-a9844d59a76d · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T05:23:40.611241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 889652f8-a3ba-40a9-93d2-c6e83e5a48fe · outbound

This paper cites Ohlsson, Björn Regnell, and Anders Wesslén.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Ohlsson, Björn Regnell, and Anders Wesslén

Reference 37

Resolution: verified exact; doi, observed 2026-08-16T05:23:40.685408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation be1ce0fd-fe0e-448c-96de-a3023ee19dc3 · outbound

This paper cites Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:23:40.894832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0f250df0-3809-4d5e-a931-71cd20ae12d4 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-16T05:23:40.651614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7386cb2e-7245-45dd-96ca-3865d465b048 · outbound

This paper cites an unresolved cited work.

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:23:41.892478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.